Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images.
Bo LiuHeng-Da ChengJianhua HuangJiawei TianXianglong TangJiafeng LiuPublished in: Pattern Recognit. (2010)
Keyphrases
- fully automatic
- texture analysis
- breast tumors
- ultrasound images
- robust classification
- fractal analysis
- texture classification
- fractal dimension
- textural features
- semi automatic
- image analysis
- multiresolution
- co occurrence
- texture features
- feature extraction
- gray level
- texture images
- texture descriptors
- low contrast
- local binary pattern
- gabor filters
- numerical data
- left ventricle
- automated detection
- digital mammograms
- medical images
- edge detection
- image segmentation
- object recognition
- data sets
- ultrasonic images